12th World Conference "Intelligent System for Industrial Automation" (WCIS-2022) (eBook, PDF)
Volume 1 Redaktion: Aliev, R. A.; Turabdjanov, S. M.; Sadikoglu, Fahreddin M.; Babanli, M. B.; Pedrycz, Witold; Kacprzyk, Janusz; Yusupbekov, Nodirbek Rustambekovich
12th World Conference "Intelligent System for Industrial Automation" (WCIS-2022) (eBook, PDF)
Volume 1 Redaktion: Aliev, R. A.; Turabdjanov, S. M.; Sadikoglu, Fahreddin M.; Babanli, M. B.; Pedrycz, Witold; Kacprzyk, Janusz; Yusupbekov, Nodirbek Rustambekovich
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This book presents the first volume of the proceedings of the 12th World Conference "Intelligent systems for industrial automation", WCIS-2022 held in Tashkent, Uzbekistan, on November 25-26, 2022. It includes contributions from diverse areas of intelligent industrial systems design, intelligent information systems, decision making under imperfect information and others. The topics of the papers include hybrid control systems, pattern recognition, industry 4.0, information security, neural computing, fuzzy computation, decision making and support systems, and others.
This book presents the first volume of the proceedings of the 12th World Conference "Intelligent systems for industrial automation", WCIS-2022 held in Tashkent, Uzbekistan, on November 25-26, 2022. It includes contributions from diverse areas of intelligent industrial systems design, intelligent information systems, decision making under imperfect information and others.
The topics of the papers include hybrid control systems, pattern recognition, industry 4.0, information security, neural computing, fuzzy computation, decision making and support systems, and others.
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Autorenporträt
Inhaltsangabe
Z-number-valued clustering R. A. Aliev Evolution of Cyber Physical Systems towards Industrial Metaverse O. Kaynak Intellectual device for measuring the moisture of bulk materials E.Uljayev, U.M.Ubaydullayev, Sh.N.Narzullayev, E.F.Khudoyberdiyev University selection by using Z-TOPSIS methodology L. A. Gardashova Industrial Metaverse: Solutions from a higher-dimensional world Y. Jiang, O. Kaynak, Sh. Yin, H. Luo, M. Liu Informativeness of feature sets in data with missing values Sh. Madrakhimov, K. Makharov Diagnosis of Faults in Electro-Mechanical Devices from Vibration Measurements B. D. Erdem, M. A. Savä, K. Dimililer A comprehensive but simple method decision making in Z-environment R. R. Aliyev Classification of threats to information security of the smart home system N. Nasrullayev, M. Seidullaev, Z. Khudoykulov, A. A.Ganiev Finding individual feature space for quick decision N. A. Ignatev, A. Sh. Mukhamadiev, R. A. Mukhammadiev Development of reliable TOPSIS method using intuitionistic Z-Numbers N. M. F. H. N. B. Alam, K. M. N. K. Khalif, N. I. Jaini Analysis of algorithm of binary classifiers to improve attack detection systems D. Usmanbayev, S. Bozorov Features of intuitionistic fuzzy logic application in software algorithms Ch. Khidirova, Sh. Sadikova, N. Jabborova, F. Sadikova Defect Detection of Casting Products Using Convolutional Neural Network F. Sadikoglu, K. Alpan, B. Sekeroglu A new type of architecture for neural networks with multi-connected weights in classification problems A. R. Marakhimov, K. K. Khudaybergenov., U. R. Ohundadaev, R. Jalelov Using the capabilities of Artificial Neural Networks in the cryptanalysis of symmetric lightweight block ciphers B. Abdurakhimov, I. Boykuziev, J. Abdurazzokov, O. Allanov Intuitionistic fuzzy evaluation of Basic Human Needs G. Imanov, A. Aliyev, T. Abdullayev Interpretable neural network models in school teacher success prediction F.M. Gafarov, D.A. Minullin, P.N. Ustin E-payment Systems Security solutions using Facial Authentication based on Artificial Neural networks M. Agzamova, D. Irgasheva, R. Gaipnazarov, S. Rustamova Development of a prototype of a medical application using a Type-2 Fuzzy Inference System R. A. Burnashev, E. A. Barov, A.I. Enikeev, K.F. Zadina, A.I. Enikeeva Model of circuits of anti-repeat relays of train routes Z. Yusupov, A. Azizov, E. Ametova, S. Ubaydullaev Brief introduction to type-3 fuzzy rules N. E. Adilova Improved system of remote monitoring, control and diagnosis of the state of oil raw materials in the process of its storage Sh. M. Gulamov, N. A. Kabulov Design of Intelligent Greenhouse Environment Monitoring and Control System Based on Qt J. Ru, Z. Dong, F. Kasimov, W. Xuelin Algorithms for stable compensation of unmeasurable perturbations in control systems for dynamic objects H. Z. Igamberdiev, U. F. Mamirov, B. M. Buronov Technology for creating systems for monitoring and predictive modeling the state of hazardous phenomena and objects (on the example of the Covid-19 epidemic) A. Sokolov, G. Royzenson, N. Komendantova, L. Ekenberg Decision making on job selection under risk by using type-2 fuzzy logic K. R. Aliyeva Methodology for building a medical expert system for disease diagnosis T. M. Magrupov, N. A. Kuchkarova Determination of connection between fractal dimensions and fuzzy modeling S. Mustafayeva The effect of locus of control and thinking style on impulse buying behavior from the perspectives on gender differences G. Sadikoglu, Kh. J. Dovlatova, S. Akyurek Study of decentralized resource allocation system under partial uncertainty O. Kosenko, S. Belyakov, A. Bozhenyuk, M. Knyazeva, V. Kaliushko, J. Smelova Using intelligent system for diagnosis of Chronic Hepatitis B G. E. Imanova, O. Mirzaei Applying multi-layer perceptron neural network to predict wind speed in Lebanon Y. Kassem, H. Gökçeku , A. Babangida, A. A. Gumel Intelligent systems applications in Gastronomy S. Oktay, A. Demir Application of Artificial Neural Network to improve DRASTIC-based groundwater vulnerability assessment F. Sadikoglu, V. Nourani, S. Maleki, H. Najafi, A. H. Baghanam Prediction of dynamic viscosity of biodiesel using various artificial neural network methods, response surface methodology, and multiple linear regressions Y. Kassem, H. Çamur, T. Apreala, O. M. Okah Ranking faculties in universities by using fuzzy hierarchical approach M. B. Babanli, J. M. Babanli Geometric modeling and calculating measure of fractal structures by the method of arithmetic characteristic binomial polynomials Sh. Anarova, Bekmurodova Mukhayo, Ismoilova Maftuna Energy and information method of computer-aided design for elements of control systems I. Y. Petrova, V. M. Zaripova Comparison of classic mean-variance and fuzzy model approaches to portfolio selection problem L. Hasanova Search for hidden patterns in the study of coronavirus patients using data mining methods B. Rakhimov, A. Alimov, M. Rakhimova, K. Makharov Rank reversal free approach to decision making under Z-information A.V. Alizadeh, R. R. Aliyev Application of TOPSIS method for project proposal selection K. Rizvanova Toward Z-number valued reinforcement learning problem K. I. Jabbarova, O. H. Huseynov, A. I. Jabbarova Best lecturer selection on the base of ESPLAN shell Sh. A. Ahmadov Job satisfaction in Zimbabwe hospitality industry: case study of Victoria falls T. Saner, K. E. Muridzi The effect of locus of control and thinking style on impulse buying behavior S. Akyürek, N. Sancar, G. Sadikoglu Solving transportation problem with Z-information L. M. Zeinalova Identification of the effect of geographical coordinates on the accuracy prediction of total rainfall using multi-layer perceptron Neural Network Y. Kassem, H. Gökçeku , M. N. Mason, J. M. Saley, A. G. George
Z-number-valued clustering R. A. Aliev Evolution of Cyber Physical Systems towards Industrial Metaverse O. Kaynak Intellectual device for measuring the moisture of bulk materials E.Uljayev, U.M.Ubaydullayev, Sh.N.Narzullayev, E.F.Khudoyberdiyev University selection by using Z-TOPSIS methodology L. A. Gardashova Industrial Metaverse: Solutions from a higher-dimensional world Y. Jiang, O. Kaynak, Sh. Yin, H. Luo, M. Liu Informativeness of feature sets in data with missing values Sh. Madrakhimov, K. Makharov Diagnosis of Faults in Electro-Mechanical Devices from Vibration Measurements B. D. Erdem, M. A. Savä, K. Dimililer A comprehensive but simple method decision making in Z-environment R. R. Aliyev Classification of threats to information security of the smart home system N. Nasrullayev, M. Seidullaev, Z. Khudoykulov, A. A.Ganiev Finding individual feature space for quick decision N. A. Ignatev, A. Sh. Mukhamadiev, R. A. Mukhammadiev Development of reliable TOPSIS method using intuitionistic Z-Numbers N. M. F. H. N. B. Alam, K. M. N. K. Khalif, N. I. Jaini Analysis of algorithm of binary classifiers to improve attack detection systems D. Usmanbayev, S. Bozorov Features of intuitionistic fuzzy logic application in software algorithms Ch. Khidirova, Sh. Sadikova, N. Jabborova, F. Sadikova Defect Detection of Casting Products Using Convolutional Neural Network F. Sadikoglu, K. Alpan, B. Sekeroglu A new type of architecture for neural networks with multi-connected weights in classification problems A. R. Marakhimov, K. K. Khudaybergenov., U. R. Ohundadaev, R. Jalelov Using the capabilities of Artificial Neural Networks in the cryptanalysis of symmetric lightweight block ciphers B. Abdurakhimov, I. Boykuziev, J. Abdurazzokov, O. Allanov Intuitionistic fuzzy evaluation of Basic Human Needs G. Imanov, A. Aliyev, T. Abdullayev Interpretable neural network models in school teacher success prediction F.M. Gafarov, D.A. Minullin, P.N. Ustin E-payment Systems Security solutions using Facial Authentication based on Artificial Neural networks M. Agzamova, D. Irgasheva, R. Gaipnazarov, S. Rustamova Development of a prototype of a medical application using a Type-2 Fuzzy Inference System R. A. Burnashev, E. A. Barov, A.I. Enikeev, K.F. Zadina, A.I. Enikeeva Model of circuits of anti-repeat relays of train routes Z. Yusupov, A. Azizov, E. Ametova, S. Ubaydullaev Brief introduction to type-3 fuzzy rules N. E. Adilova Improved system of remote monitoring, control and diagnosis of the state of oil raw materials in the process of its storage Sh. M. Gulamov, N. A. Kabulov Design of Intelligent Greenhouse Environment Monitoring and Control System Based on Qt J. Ru, Z. Dong, F. Kasimov, W. Xuelin Algorithms for stable compensation of unmeasurable perturbations in control systems for dynamic objects H. Z. Igamberdiev, U. F. Mamirov, B. M. Buronov Technology for creating systems for monitoring and predictive modeling the state of hazardous phenomena and objects (on the example of the Covid-19 epidemic) A. Sokolov, G. Royzenson, N. Komendantova, L. Ekenberg Decision making on job selection under risk by using type-2 fuzzy logic K. R. Aliyeva Methodology for building a medical expert system for disease diagnosis T. M. Magrupov, N. A. Kuchkarova Determination of connection between fractal dimensions and fuzzy modeling S. Mustafayeva The effect of locus of control and thinking style on impulse buying behavior from the perspectives on gender differences G. Sadikoglu, Kh. J. Dovlatova, S. Akyurek Study of decentralized resource allocation system under partial uncertainty O. Kosenko, S. Belyakov, A. Bozhenyuk, M. Knyazeva, V. Kaliushko, J. Smelova Using intelligent system for diagnosis of Chronic Hepatitis B G. E. Imanova, O. Mirzaei Applying multi-layer perceptron neural network to predict wind speed in Lebanon Y. Kassem, H. Gökçeku , A. Babangida, A. A. Gumel Intelligent systems applications in Gastronomy S. Oktay, A. Demir Application of Artificial Neural Network to improve DRASTIC-based groundwater vulnerability assessment F. Sadikoglu, V. Nourani, S. Maleki, H. Najafi, A. H. Baghanam Prediction of dynamic viscosity of biodiesel using various artificial neural network methods, response surface methodology, and multiple linear regressions Y. Kassem, H. Çamur, T. Apreala, O. M. Okah Ranking faculties in universities by using fuzzy hierarchical approach M. B. Babanli, J. M. Babanli Geometric modeling and calculating measure of fractal structures by the method of arithmetic characteristic binomial polynomials Sh. Anarova, Bekmurodova Mukhayo, Ismoilova Maftuna Energy and information method of computer-aided design for elements of control systems I. Y. Petrova, V. M. Zaripova Comparison of classic mean-variance and fuzzy model approaches to portfolio selection problem L. Hasanova Search for hidden patterns in the study of coronavirus patients using data mining methods B. Rakhimov, A. Alimov, M. Rakhimova, K. Makharov Rank reversal free approach to decision making under Z-information A.V. Alizadeh, R. R. Aliyev Application of TOPSIS method for project proposal selection K. Rizvanova Toward Z-number valued reinforcement learning problem K. I. Jabbarova, O. H. Huseynov, A. I. Jabbarova Best lecturer selection on the base of ESPLAN shell Sh. A. Ahmadov Job satisfaction in Zimbabwe hospitality industry: case study of Victoria falls T. Saner, K. E. Muridzi The effect of locus of control and thinking style on impulse buying behavior S. Akyürek, N. Sancar, G. Sadikoglu Solving transportation problem with Z-information L. M. Zeinalova Identification of the effect of geographical coordinates on the accuracy prediction of total rainfall using multi-layer perceptron Neural Network Y. Kassem, H. Gökçeku , M. N. Mason, J. M. Saley, A. G. George
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